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investigacao [2019/10/01 09:42]
lmatias [Patents]
investigacao [2020/01/28 15:25] (current)
lmatias [Selected Publications and Patents]
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 ===== Selected Publications and Patents ===== ===== Selected Publications and Patents =====
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   * **Moreira-Matias L.**, Cerqueira V.: Patent Granted at US Office [[https://​patents.google.com/​patent/​US20170270413A1/​en | US20170270413A1 ​ - Real-time filtering of digital data sources for traffic control centers]] (10/​2019) ​   * **Moreira-Matias L.**, Cerqueira V.: Patent Granted at US Office [[https://​patents.google.com/​patent/​US20170270413A1/​en | US20170270413A1 ​ - Real-time filtering of digital data sources for traffic control centers]] (10/​2019) ​
  
   * **Moreira-Matias L.**, Khiari J., Saadallah A.: Patent Granted at US Office [[https://​patentimages.storage.googleapis.com/​ac/​5f/​71/​46b39f8f02cbbe/​US20180096606A1.pdf| US20180096606A1 ​ - Method to control vehicle fleets to deliver on-demand transportation services]] (02/​2019) ​   * **Moreira-Matias L.**, Khiari J., Saadallah A.: Patent Granted at US Office [[https://​patentimages.storage.googleapis.com/​ac/​5f/​71/​46b39f8f02cbbe/​US20180096606A1.pdf| US20180096606A1 ​ - Method to control vehicle fleets to deliver on-demand transportation services]] (02/​2019) ​
 +
 +  * Saadallah, A., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/​abstract/​document/​8561180|"​BRIGHT - Drift-Aware Demand Predictions for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] vol. 32, no. 2, pp. 234-245, February (2020) {{ ::​bright-drift-aware_demand_predictions_for_taxi_networks.pdf |PDF}}
  
   * Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: [[https://​link.springer.com/​chapter/​10.1007/​978-3-030-10925-7_39|"​MetaBags:​ Bagged Meta-Decision Trees for Regression"​]]. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/​PKDD),​ pp. 637-652. Springer, Cham, 2018. (**acceptance rate: 25.09%**) {{ ::​ecml_pkdd_2018_proceedings.pdf |PDF}}   * Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: [[https://​link.springer.com/​chapter/​10.1007/​978-3-030-10925-7_39|"​MetaBags:​ Bagged Meta-Decision Trees for Regression"​]]. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/​PKDD),​ pp. 637-652. Springer, Cham, 2018. (**acceptance rate: 25.09%**) {{ ::​ecml_pkdd_2018_proceedings.pdf |PDF}}
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 ===== Complete Publication List ===== ===== Complete Publication List =====
  
-**2019**: +**2020**:
  
-[1] LvJ., Sun, Q., Li, Q., ** Moreira-Matias,​ L.** : "[[https://​ieeexplore.ieee.org/​document/​8758930/​authors|Multi-Scale and Multi-Scope Convolutional Neural Networks ​for Destination Prediction of Trajectories]]". In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]] (antecipated2019)+[1] SaadallahA., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/abstract/document/8561180|"​BRIGHT ​Drift-Aware Demand Predictions ​for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] vol. 32no. 2, pp. 234-245, February (2020{{ ::​bright-drift-aware_demand_predictions_for_taxi_networks.pdf |PDF}}
  
-[2] Kozodoi, N., Katsas, P., Lessmann, S., ** Moreira-Matias,​ L.**, Papakonstantinou,​ K.: "​Shallow Self-Learning for Reject Inference in Credit Scoring"​. In: [[http://​www.ecmlpkdd2019.org/​|ECML/​PKDD 2019]] (antecipated,​ 2019) {{::​ecml19_poster_rejectinference.pdf | Poster PDF}} 
  
-**2018**+Presented at [[http://​conferences.cis.umac.mo/​icde2019/​|IEEE ICDE 2019]] as a Poster {{ ::​poster-tkde-final-a1-1.pdf |PDF}}
  
-[3] Saadallah, A., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/​abstract/​document/​8561180|"​BRIGHT - Drift-Aware Demand Predictions for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] (antecipated,​ 2018)  
  
-Presented at [[http://conferences.cis.umac.mo/icde2019/​|IEEE ​ICDE 2019]] ​as a Poster ​{{ ::poster-tkde-final-a1-1.pdf |PDF}}+**2019**:  
 + 
 +[2] Lv, J., Sun, Q., Li, Q., ** Moreira-Matias,​ L.** : "[[https://ieeexplore.ieee.org/​document/​8758930/​authors|Multi-Scale and Multi-Scope Convolutional Neural Networks for Destination Prediction of Trajectories]]"​In: [[https://ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]] (antecipated, ​2019
 + 
 +[3Kozodoi, N., Katsas, P., Lessmann, S., ** Moreira-Matias,​ L.**, Papakonstantinou,​ K.: "​Shallow Self-Learning for Reject Inference in Credit Scoring"​. In: [[http://​www.ecmlpkdd2019.org/​|ECML/​PKDD 2019]] (antecipated,​ 2019) {{::ecml19_poster_rejectinference.pdf | Poster ​PDF}} [[https://​arxiv.org/​abs/​1909.06108|arxiv]] 
 + 
 +**2018**: ​
  
 [4] ** Moreira-Matias,​ L.**, Gama, J., Monreal, C., Nair, R., Trasarti, R.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"​Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3626-3629, November (2018) {{ ::​ieee_transactions_cerqueira.pdf |PDF}} [4] ** Moreira-Matias,​ L.**, Gama, J., Monreal, C., Nair, R., Trasarti, R.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"​Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3626-3629, November (2018) {{ ::​ieee_transactions_cerqueira.pdf |PDF}}
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 METHOD TO CONTROL VEHICLE FLEETS TO DELIVER ON-DEMAND TRANSPORTATION SERVICES]] ​ METHOD TO CONTROL VEHICLE FLEETS TO DELIVER ON-DEMAND TRANSPORTATION SERVICES]] ​
   * 2018 [[https://​patentimages.storage.googleapis.com/​3b/​dc/​28/​26b2e9c50571a7/​US20180233035A1.pdf|US20180233035 (A1) - METHOD AND FILTER FOR FLOATING CAR DATA SOURCES]]   * 2018 [[https://​patentimages.storage.googleapis.com/​3b/​dc/​28/​26b2e9c50571a7/​US20180233035A1.pdf|US20180233035 (A1) - METHOD AND FILTER FOR FLOATING CAR DATA SOURCES]]
-  * 2018 [[https://​patentimages.storage.googleapis.com/​fd/​3e/​f7/​13384a635a7e9f/​US20180039932A1.pdf|US20180039932 (A1) METHOD FOR PROVIDING A TYPICAL LOAD PROFILE OF A VEHICLE FOR A PUBLIC TRANSPORT SYSTEM]]+  * 2018 [[https://​patentimages.storage.googleapis.com/​fd/​3e/​f7/​13384a635a7e9f/​US20180039932A1.pdf|US20180039932 (A1) (**GRANTED**) METHOD FOR PROVIDING A TYPICAL LOAD PROFILE OF A VEHICLE FOR A PUBLIC TRANSPORT SYSTEM]]
   * 2018 [[https://​patents.google.com/​patent/​US20190171492A1/​en?​oq=+US20190171492A1 |  US20190171492 (A1) Method for managing computational resources of a data center]]   * 2018 [[https://​patents.google.com/​patent/​US20190171492A1/​en?​oq=+US20190171492A1 |  US20190171492 (A1) Method for managing computational resources of a data center]]
 ===== Ms.C. Supervisions ===== ===== Ms.C. Supervisions =====
investigacao.1569922945.txt.gz · Last modified: 2019/10/01 09:42 by lmatias